✦ LIBER ✦

[Lecture Notes in Computer Science] Knowledge Science, Engineering and Management Volume 7091 || A New Over-Sampling Approach: Random-SMOTE for Learning from Imbalanced Data Sets

✍ Scribed by Xiong, Hui; Lee, W. B.

Book ID: 120660211
Publisher: Springer Berlin Heidelberg
Year: 2011
Weight: 254 KB
Category: Article
ISBN: 3642259758
DOI: 10.1007/978-3-642-25975-3_30

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

[Lecture Notes in Computer Science] Adva

[Lecture Notes in Computer Science] Advances in Intelligent Computing Volume 3644 || Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning

✍ Huang, De-Shuang; Zhang, Xiao-Ping; Huang, Guang-Bin 📂 Article 📅 2005 🏛 Springer Berlin Heidelberg 🌐 German ⚖ 454 KB

The International Conference On Intelligent Computing (icic) Was Set Up As An Annual Forum Dedicated To Emerging And Challenging Topics In The Various Aspects Of Advances In Computational Intelligence Fields, Such As Artificial Intelligence, Machine Learning, Bioinformatics, And Computational Biolog

[Lecture Notes in Computer Science] Adva

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 6635 || Margin-Based Over-Sampling Method for Learning from Imbalanced Datasets

✍ Huang, Joshua Zhexue; Cao, Longbing; Srivastava, Jaideep 📂 Article 📅 2011 🏛 Springer Berlin Heidelberg 🌐 English ⚖ 328 KB

The two-volume set LNAI 6634 and 6635 constitutes the refereed proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2011, held in Shenzhen, China in May 2011. The total of 32 revised full papers and 58 revised short papers were carefully reviewed and selected

[Lecture Notes in Computer Science] Adva

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 5476 || Safe-Level-SMOTE: Safe-Level-Synthetic Minority Over-Sampling TEchnique for Handling the Class Imbalanced Problem

✍ Theeramunkong, Thanaruk; Kijsirikul, Boonserm; Cercone, Nick; Ho, Tu-Bao 📂 Article 📅 2009 🏛 Springer Berlin Heidelberg ⚖ 317 KB

[Lecture Notes in Computer Science] Inno

[Lecture Notes in Computer Science] Innovative Approaches for Learning and Knowledge Sharing Volume 4227 || Data and Application Integration in Learning Content Management Systems: A Web Services Approach

✍ Nejdl, Wolfgang; Tochtermann, Klaus 📂 Article 📅 2006 🏛 Springer Berlin Heidelberg ⚖ 508 KB

[Lecture Notes in Computer Science] Inte

[Lecture Notes in Computer Science] Intelligent Data Engineering and Automated Learning - IDEAL 2007 Volume 4881 || Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets

✍ Yin, Hujun; Tino, Peter; Corchado, Emilio; Byrne, Will; Yao, Xin 📂 Article 📅 2007 🏛 Springer Berlin Heidelberg ⚖ 231 KB

[Lecture Notes in Computer Science] Data

[Lecture Notes in Computer Science] Data Warehousing and Knowledge Discovery Volume 7448 || RssE-Miner: A New Approach for Efficient Events Mining from Social Media RSS Feeds

✍ Cuzzocrea, Alfredo; Dayal, Umeshwar 📂 Article 📅 2012 🏛 Springer Berlin Heidelberg 🌐 English ⚖ 304 KB

This book constitutes the refereed proceedings of the 14th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2012 held in Vienna, Austria, in September 2012. The 36 revised full papers presented were carefully reviewed and selected from 99 submissions. The papers are organi